Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 3 March 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 3 March 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
3 Mar 2021		 Same period 2020 Same period 2019
Rank 140 194 285
Rank change year-on-year +54 +91 +9
Contract jobs citing Amazon S3 395 371 390
As % of all contract jobs advertised in London 1.98% 1.34% 0.90%
As % of the Cloud Services category 5.24% 3.90% 3.09%
Number of daily rates quoted 448 269 273
Median daily rate £525 £550 £550
Median daily rate % change year-on-year -4.55% - +4.76%
10th Percentile £438 £450 £413
90th Percentile £713 £728 £675
England median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate £50.00 £16.00 -
% change year-on-year +212.50% - -

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 7,535 9,520 12,613
As % of all contract IT jobs advertised in London 37.70% 34.26% 29.23%
Number of daily rates quoted 5,498 7,058 9,366
Median daily rate £515 £525 £525
Median daily rate % change year-on-year -1.90% - +5.00%
10th Percentile £350 £313 £340
90th Percentile £688 £700 £675
England median daily rate £500 £500 £500
Number of hourly rates quoted 29 70 64
Median hourly rate £26.00 £22.72 £19.00
Median hourly rate % change year-on-year +14.46% +19.55% -17.21%
10th Percentile £20.00 £16.51 £12.50
90th Percentile £68.07 £78.75 £43.63
Median hourly rate £21.05 £20.00 £17.50
% change year-on-year +5.25% +14.29% -2.78%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 3 March 2021.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 3 March 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London +48 27 £525 -3.67% 36
South London +36 19 £520 +4.00% 8
West London +35 3 - - 3
Amazon S3
England

For the 6 months to 3 March 2021, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 374 (94.68%) AWS
2 257 (65.06%) Agile Software Development
2 257 (65.06%) Serverless
3 255 (64.56%) AWS Lambda
4 207 (52.41%) Amazon DynamoDB
5 197 (49.87%) Finance
6 193 (48.86%) Web Services
7 182 (46.08%) React
8 178 (45.06%) JavaScript
9 176 (44.56%) Python
9 176 (44.56%) Software Engineering
10 172 (43.54%) Amazon RDS
10 172 (43.54%) TypeScript
11 171 (43.29%) Front Office
12 169 (42.78%) Docker
12 169 (42.78%) Terraform
13 167 (42.28%) Asset Management
14 165 (41.77%) Amazon EC2
15 164 (41.52%) Amazon SQS
16 144 (36.46%) Kubernetes
17 126 (31.90%) AWS Step Functions
18 123 (31.14%) Node.js
19 121 (30.63%) SQL
20 112 (28.35%) Java
21 109 (27.59%) Investment Management
22 79 (20.00%) DevOps
23 66 (16.71%) AngularJS
24 63 (15.95%) Vue.js
25 61 (15.44%) Kotlin
25 61 (15.44%) Fixed Income

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 43 (10.89%) Apache Spark
2 29 (7.34%) Apache
3 24 (6.08%) Confluence
4 9 (2.28%) Elasticsearch
4 9 (2.28%) SAS
5 8 (2.03%) Apache Airflow
6 2 (0.51%) Adobe Experience Manager
6 2 (0.51%) nginx
6 2 (0.51%) SharePoint
7 1 (0.25%) Apache Pig
7 1 (0.25%) CMS
7 1 (0.25%) WordPress
Applications
1 2 (0.51%) Chatbot
2 1 (0.25%) Microsoft Excel
2 1 (0.25%) MS Visio
2 1 (0.25%) Spreadsheet
Business Applications
1 2 (0.51%) Dynamics CRM
2 1 (0.25%) Magento
2 1 (0.25%) Oracle EBS
Cloud Services
1 374 (94.68%) AWS
2 257 (65.06%) Serverless
3 255 (64.56%) AWS Lambda
4 165 (41.77%) Amazon EC2
5 164 (41.52%) Amazon SQS
6 126 (31.90%) AWS Step Functions
7 47 (11.90%) Amazon CloudWatch
7 47 (11.90%) Amazon EMR
8 43 (10.89%) Virtual Private Cloud
9 40 (10.13%) AWS CloudFormation
10 38 (9.62%) Amazon ECS
11 26 (6.58%) Route 53
12 22 (5.57%) Amazon EKS
12 22 (5.57%) GitHub
13 21 (5.32%) Amazon ELB
13 21 (5.32%) CloudFront
14 20 (5.06%) AWS CodePipeline
15 18 (4.56%) Amazon Glacier
16 17 (4.30%) Amazon Kinesis
17 15 (3.80%) Azure
Communications & Networking
1 8 (2.03%) VPN
2 6 (1.52%) DNS
2 6 (1.52%) HTTP
2 6 (1.52%) Network Security
3 5 (1.27%) Firewall
3 5 (1.27%) SSL
4 4 (1.01%) Cisco ASA
4 4 (1.01%) F5 BIG-IP GTM
4 4 (1.01%) F5 BIG-IP LTM
4 4 (1.01%) WAN
5 3 (0.76%) Intrusion Detection
6 2 (0.51%) DHCP
6 2 (0.51%) FTP
6 2 (0.51%) SMTP
6 2 (0.51%) SSH
7 1 (0.25%) DSL
7 1 (0.25%) HTTPS
7 1 (0.25%) OpenVPN
Database & Business Intelligence
1 207 (52.41%) Amazon DynamoDB
2 172 (43.54%) Amazon RDS
3 43 (10.89%) Big Data
4 41 (10.38%) Amazon Redshift
5 40 (10.13%) Amazon Athena
6 36 (9.11%) PostgreSQL
7 33 (8.35%) Hadoop
8 29 (7.34%) Data Warehouse
8 29 (7.34%) MySQL
9 28 (7.09%) Apache Hive
9 28 (7.09%) NoSQL
10 26 (6.58%) Tableau
11 22 (5.57%) Apache Ignite
12 19 (4.81%) Relational Database
13 18 (4.56%) Impala
14 17 (4.30%) SQL Server
15 14 (3.54%) Data Lake
16 12 (3.04%) Amazon Aurora
17 11 (2.78%) MongoDB
17 11 (2.78%) Oracle Database
Development Applications
1 56 (14.18%) Jenkins
2 31 (7.85%) Git (software)
2 31 (7.85%) JIRA
3 12 (3.04%) CircleCI
3 12 (3.04%) JUnit
3 12 (3.04%) Mockito
4 10 (2.53%) Maven
5 9 (2.28%) Atlassian Bamboo
6 6 (1.52%) Sonatype Nexus
7 5 (1.27%) GitLab
8 4 (1.01%) EasyMock
8 4 (1.01%) TestNG
9 3 (0.76%) IntelliJ
9 3 (0.76%) Postman
9 3 (0.76%) SonarQube
9 3 (0.76%) Sublime Text
10 2 (0.51%) Bitbucket
10 2 (0.51%) Selenium
10 2 (0.51%) TeamCity
10 2 (0.51%) Terragrunt
General
1 197 (49.87%) Finance
2 171 (43.29%) Front Office
3 14 (3.54%) Public Sector
4 11 (2.78%) Banking
5 5 (1.27%) Law
6 4 (1.01%) Investment Banking
7 3 (0.76%) Games
8 2 (0.51%) Advertising
8 2 (0.51%) Marketing
8 2 (0.51%) Retail
9 1 (0.25%) Electronics
9 1 (0.25%) Hebrew Language
9 1 (0.25%) Manufacturing
9 1 (0.25%) Pharmaceutical
9 1 (0.25%) Police
9 1 (0.25%) Publishing
9 1 (0.25%) Telecoms
Job Titles
1 234 (59.24%) Developer
2 129 (32.66%) AWS Developer
3 116 (29.37%) React Developer
4 93 (23.54%) JavaScript Developer
5 77 (19.49%) Full Stack Developer
6 73 (18.48%) Python Engineer
7 71 (17.97%) Python Developer
8 67 (16.96%) Software Engineer
9 60 (15.19%) Developer/Software Engineer
10 54 (13.67%) Node.js Developer
11 53 (13.42%) AWS Engineer
12 52 (13.16%) Data Engineer
12 52 (13.16%) Python Software Engineer
13 40 (10.13%) JavaScript Engineer
14 35 (8.86%) DevOps Engineer
15 27 (6.84%) Java Developer
16 25 (6.33%) Architect
17 19 (4.81%) AWS DevOps
18 17 (4.30%) AWS DevOps Engineer
19 13 (3.29%) Analyst
Libraries, Frameworks & Software Standards
1 193 (48.86%) Web Services
2 182 (46.08%) React
3 123 (31.14%) Node.js
4 66 (16.71%) AngularJS
5 63 (15.95%) Vue.js
6 29 (7.34%) JSON
7 25 (6.33%) Kafka
8 23 (5.82%) REST
9 18 (4.56%) Elastic Stack
10 13 (3.29%) XML
11 12 (3.04%) HTML
12 11 (2.78%) Django
13 10 (2.53%) .NET
13 10 (2.53%) JSON Schema
14 9 (2.28%) CSS
14 9 (2.28%) Lambda Expressions
14 9 (2.28%) PySpark
14 9 (2.28%) RESTful
15 8 (2.03%) Spring
15 8 (2.03%) Spring Boot
Miscellaneous
1 61 (15.44%) Derivative
1 61 (15.44%) Equities
1 61 (15.44%) Fixed Income
1 61 (15.44%) Foreign Exchange (FX)
2 46 (11.65%) Hedge funds
3 20 (5.06%) Analytical Skills
4 12 (3.04%) Mobile App
4 12 (3.04%) User Experience
5 8 (2.03%) Data Structures
6 6 (1.52%) Greenfield Project
6 6 (1.52%) Replication
7 5 (1.27%) Algorithms
8 4 (1.01%) Cloud Native
8 4 (1.01%) Data Centre
9 3 (0.76%) Over-the-Top Content
9 3 (0.76%) Public Cloud
9 3 (0.76%) Reference Data
10 2 (0.51%) Linux Command Line
10 2 (0.51%) Robotics
10 2 (0.51%) Social Media
Operating Systems
1 47 (11.90%) Linux
2 10 (2.53%) Windows
3 7 (1.77%) Unix
4 6 (1.52%) CentOS
4 6 (1.52%) Red Hat Enterprise Linux
5 4 (1.01%) Ubuntu
6 3 (0.76%) Amazon Linux
7 2 (0.51%) Mac OS X
8 1 (0.25%) Android
8 1 (0.25%) Apple iOS
8 1 (0.25%) Windows Server
Processes & Methodologies
1 257 (65.06%) Agile Software Development
2 176 (44.56%) Software Engineering
3 167 (42.28%) Asset Management
4 109 (27.59%) Investment Management
5 79 (20.00%) DevOps
6 55 (13.92%) ETL
7 39 (9.87%) Microservices
8 29 (7.34%) Analytics
9 28 (7.09%) Data Modelling
10 27 (6.84%) Business Intelligence
11 26 (6.58%) Migration
12 25 (6.33%) Data Engineering
13 23 (5.82%) ETL Development
14 22 (5.57%) Data Management
15 19 (4.81%) TDD
16 18 (4.56%) Continuous Integration
17 17 (4.30%) Configuration Management
17 17 (4.30%) Data Ingestion
17 17 (4.30%) Infrastructure as Code
17 17 (4.30%) Scrum
Programming Languages
1 178 (45.06%) JavaScript
2 176 (44.56%) Python
3 172 (43.54%) TypeScript
4 121 (30.63%) SQL
5 112 (28.35%) Java
6 61 (15.44%) Kotlin
7 43 (10.89%) Scala
8 28 (7.09%) Bash Shell
9 22 (5.57%) Clojure
10 11 (2.78%) R
11 10 (2.53%) PowerShell
12 8 (2.03%) Shell Script
13 7 (1.77%) Java 8
14 6 (1.52%) PHP
15 5 (1.27%) PL/SQL
16 4 (1.01%) Go
17 3 (0.76%) Ruby
18 2 (0.51%) C++
19 1 (0.25%) C#
19 1 (0.25%) Korn
Qualifications
1 59 (14.94%) Security Cleared
2 58 (14.68%) SC Cleared
3 25 (6.33%) AWS Certification
4 4 (1.01%) Degree
5 2 (0.51%) Computer Science Degree
6 1 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 20 (5.06%) QA
2 5 (1.27%) GDPR
3 4 (1.01%) Data Quality
4 1 (0.25%) IFRS
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) MiFID
4 1 (0.25%) NIST
4 1 (0.25%) NIST 800
4 1 (0.25%) Solvency II
System Software
1 169 (42.78%) Docker
2 24 (6.08%) HDFS
3 5 (1.27%) Active Directory
4 4 (1.01%) Oracle RAC
5 1 (0.25%) iptables
Systems Management
1 169 (42.78%) Terraform
2 144 (36.46%) Kubernetes
3 43 (10.89%) Ansible
4 28 (7.09%) Opscode Chef
5 27 (6.84%) Puppet
6 9 (2.28%) Grafana
7 8 (2.03%) Packer
7 8 (2.03%) Prometheus
8 6 (1.52%) Hadoop YARN
9 4 (1.01%) Consul
9 4 (1.01%) Enterprise Manager Cloud Control
9 4 (1.01%) Foglight
10 3 (0.76%) Kibana
10 3 (0.76%) Oozie
11 1 (0.25%) HAProxy
11 1 (0.25%) Nagios
11 1 (0.25%) Rancher
11 1 (0.25%) Salt
11 1 (0.25%) Single Sign-On
Vendors
1 23 (5.82%) Cloudera
2 20 (5.06%) Oracle
3 12 (3.04%) Microsoft
4 11 (2.78%) Informatica
5 9 (2.28%) CheckPoint
6 8 (2.03%) Google
7 7 (1.77%) Adobe
8 5 (1.27%) Cisco
8 5 (1.27%) Sage
8 5 (1.27%) Teradata
9 4 (1.01%) F5
9 4 (1.01%) Palo Alto
9 4 (1.01%) Vertica
10 3 (0.76%) Databricks
10 3 (0.76%) SAP
10 3 (0.76%) Talend
10 3 (0.76%) VMware
11 2 (0.51%) Atlassian
12 1 (0.25%) Netezza
12 1 (0.25%) Zend